ksb.csle.component.operator.cleaning
Object that contains message ksb.csle.common.proto.StreamOperatorProto.MissingValueImputationInfo MissingValueImputationInfo contains attributes as follows:
message MissingValueImputationInfo { required Scope scope = 4 [default = SCOPE_SELECTED]; repeated int32 selectedColumnId = 5; required Method method = 6 [default = SPECIFIC_VALUE]; required How how = 7 [default = HOW_ANY]; // for IM repeated SubParameter subParam = 8 ; // for method SPECIFIC_VALUE enum Scope { SCOPE_ALL = 0; SCOPE_SELECTED = 1; } enum Method { IM = 0; SPECIFIC_VALUE = 1; MEDIAN = 2; MEAN = 3; } enum How { HOW_ANY = 0; HOW_ALL = 1; } }
Operates the missing value imputation.
Operates the missing value imputation.
Input dataframe
DataFrame Output dataframe
:: ApplicationDeveloperApi ::
Operator that imputes the missing values of a given dataframe according to the given condition.